Overview

Dataset info

Number of variables65
Number of observations10173
Missing cells12157 (1.8%)
Duplicate rows90 (0.9%)
Total size in memory5.0 MiB
Average record size in memory520.0 B

Variables types

Numeric31
Categorical0
Boolean1
Date0
URL0
Text (Unique)0
Rejected33
Unsupported0

Warnings

Dataset has 90 (0.9%) duplicate rows Warning
X1 is highly skewed (γ1 = -54.87572795) Skewed
X10 is highly skewed (γ1 = -65.96113425) Skewed
X11 is highly skewed (γ1 = 98.17201689) Skewed
X12 is highly skewed (γ1 = 59.72452287) Skewed
X13 is highly skewed (γ1 = 81.53270203) Skewed
X14 is highly correlated with X11 (ρ = 0.9945728728) Rejected
X16 is highly correlated with X12 (ρ = 0.9829626236) Rejected
X17 is highly skewed (γ1 = 56.77942088) Skewed
X18 is highly correlated with X14 (ρ = 0.9956605702) Rejected
X19 is highly correlated with X13 (ρ = 0.9999391131) Rejected
X2 is highly skewed (γ1 = 67.33198497) Skewed
X20 is highly skewed (γ1 = 57.49019325) Skewed
X20 has 494 (4.9%) zeros Zeros
X21 is highly skewed (γ1 = 71.12634035) Skewed
X21 has 3164 (31.1%) missing values Missing
X22 is highly correlated with X18 (ρ = 0.9907848864) Rejected
X23 is highly correlated with X19 (ρ = 0.9998548525) Rejected
X24 is highly correlated with X22 (ρ = 0.9897842345) Rejected
X25 is highly correlated with X10 (ρ = 0.9891914684) Rejected
X26 is highly skewed (γ1 = 66.64906612) Skewed
X27 is highly skewed (γ1 = 82.51367014) Skewed
X27 has 694 (6.8%) zeros Zeros
X27 has 706 (6.9%) missing values Missing
X28 is highly skewed (γ1 = 50.34323013) Skewed
X28 has 212 (2.1%) missing values Missing
X3 is highly correlated with X25 (ρ = 0.9861867189) Rejected
X30 is highly skewed (γ1 = 93.68093872) Skewed
X31 is highly correlated with X23 (ρ = 0.9998549688) Rejected
X32 is highly skewed (γ1 = 100.2335407) Skewed
X33 is highly correlated with X24 (ρ = 0.9771585187) Rejected
X34 is highly correlated with X33 (ρ = 0.9960918658) Rejected
X35 is highly correlated with X34 (ρ = 0.9860249908) Rejected
X36 is highly correlated with X35 (ρ = 0.9912199601) Rejected
X37 is highly skewed (γ1 = 38.88817067) Skewed
X37 has 4518 (44.4%) missing values Missing
X38 is highly correlated with X3 (ρ = 0.992843169) Rejected
X39 is highly skewed (γ1 = -66.40035425) Skewed
X4 is highly skewed (γ1 = 83.85911078) Skewed
X40 is highly correlated with X4 (ρ = 0.9774235864) Rejected
X41 has 197 (1.9%) missing values Missing
X42 is highly correlated with X39 (ρ = 0.9865507193) Rejected
X43 is highly correlated with X30 (ρ = 0.947145461) Rejected
X44 is highly correlated with X43 (ρ = 0.9983458516) Rejected
X45 is highly skewed (γ1 = 89.57314454) Skewed
X45 has 541 (5.3%) missing values Missing
X46 is highly correlated with X40 (ρ = 0.9795039284) Rejected
X47 is highly correlated with X32 (ρ = 0.9995049085) Rejected
X48 is highly correlated with X36 (ρ = 0.9855964589) Rejected
X49 is highly correlated with X42 (ρ = 0.9971176568) Rejected
X5 is highly skewed (γ1 = -39.90807615) Skewed
X50 is highly correlated with X46 (ρ = 0.9947842208) Rejected
X51 is highly correlated with X2 (ρ = 0.9989871914) Rejected
X52 is highly correlated with X47 (ρ = 0.9995240644) Rejected
X53 is highly skewed (γ1 = 96.27945414) Skewed
X53 has 212 (2.1%) missing values Missing
X54 is highly correlated with X53 (ρ = 0.9979360336) Rejected
X55 is highly skewed (γ1 = 26.72438574) Skewed
X56 is highly skewed (γ1 = -95.46610006) Skewed
X57 is highly skewed (γ1 = -61.43873646) Skewed
X57 has 102 (1.0%) zeros Zeros
X58 is highly skewed (γ1 = 84.85409887) Skewed
X59 is highly skewed (γ1 = 98.86067649) Skewed
X59 has 4518 (44.4%) zeros Zeros
X6 is highly correlated with X38 (ρ = 0.9805575145) Rejected
X60 is highly skewed (γ1 = 45.98396136) Skewed
X60 has 543 (5.3%) missing values Missing
X61 is highly skewed (γ1 = 80.73350979) Skewed
X62 is highly correlated with X44 (ρ = 0.9541577267) Rejected
X63 is highly correlated with X48 (ρ = 0.9871164205) Rejected
X64 is highly skewed (γ1 = 69.20225913) Skewed
X64 has 212 (2.1%) missing values Missing
X7 is highly correlated with X63 (ρ = 0.9833365706) Rejected
X8 is highly correlated with X17 (ρ = 0.9999978802) Rejected
X9 is highly correlated with X7 (ρ = 0.9822032554) Rejected

Variables

X1
Numeric

Distinct count9670
Unique (%)95.1%
Missing (%)< 0.1%
Missing (n)1
Infinite (%)0.0%
Infinite (n)0
Mean0.0430739038
Minimum-75.331
Maximum7.3727
Zeros (%)0.5%
Mini histogram

Quantile statistics

Minimum-75.331
5-th percentile-0.200156
Q10.0003642675
Median0.0494935
Q30.141105
95-th percentile0.3657945
Maximum7.3727
Range82.7037
Interquartile range0.1407407325

Descriptive statistics

Standard deviation1.112028399
Coef of variation25.81675448
Kurtosis3317.539607
Mean0.0430739038
MAD0.1496448122
Skewness-54.87572795
Sum438.1477494
Variance1.23660716
Memory size79.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 51 0.5%
 
0.16242 4 < 0.1%
 
0.012072 3 < 0.1%
 
0.23934 3 < 0.1%
 
0.14816 3 < 0.1%
 
0.18337 3 < 0.1%
 
0.061703 3 < 0.1%
 
0.055698 3 < 0.1%
 
0.16415 3 < 0.1%
 
0.097767 3 < 0.1%
 
Other values (9659) 10093 99.2%
 

Minimum 5 values

ValueCountFrequency (%) 
-75.331 1 < 0.1%
 
-61.628 1 < 0.1%
 
-46.893 1 < 0.1%
 
-9.5499 1 < 0.1%
 
-6.815 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
7.3727 1 < 0.1%
 
7.1384 1 < 0.1%
 
3.109 2 < 0.1%
 
2.6134 1 < 0.1%
 
2.3768 1 < 0.1%
 

X10
Numeric

Distinct count9522
Unique (%)93.6%
Missing (%)< 0.1%
Missing (n)1
Infinite (%)0.0%
Infinite (n)0
Mean0.344340679
Minimum-479.91
Maximum74.434
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-479.91
5-th percentile-0.0596041
Q10.277365
Median0.490925
Q30.70328
95-th percentile0.9109445
Maximum74.434
Range554.344
Interquartile range0.425915

Descriptive statistics

Standard deviation6.655843812
Coef of variation19.32924054
Kurtosis4570.589252
Mean0.344340679
MAD0.4118068896
Skewness-65.96113425
Sum3502.633386
Variance44.30025685
Memory size79.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
1 6 0.1%
 
0.80095 3 < 0.1%
 
0.53838 3 < 0.1%
 
0.72441 3 < 0.1%
 
0.45194 3 < 0.1%
 
0.53102 3 < 0.1%
 
0.90056 3 < 0.1%
 
0.85124 3 < 0.1%
 
0.91117 3 < 0.1%
 
0.26933 3 < 0.1%
 
Other values (9511) 10139 99.7%
 

Minimum 5 values

ValueCountFrequency (%) 
-479.91 1 < 0.1%
 
-440.74 1 < 0.1%
 
-109.69 1 < 0.1%
 
-53.233 1 < 0.1%
 
-45.905 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
74.434 1 < 0.1%
 
5.7086 1 < 0.1%
 
3.8791 1 < 0.1%
 
2.9214 1 < 0.1%
 
1.6646 1 < 0.1%
 

X11
Numeric

Distinct count9632
Unique (%)94.7%
Missing (%)< 0.1%
Missing (n)1
Infinite (%)0.0%
Infinite (n)0
Mean0.158961208
Minimum-65.624
Maximum681.54
Zeros (%)0.1%
Mini histogram

Quantile statistics

Minimum-65.624
5-th percentile-0.166055
Q10.01302775
Median0.081572
Q30.1863325
95-th percentile0.43274
Maximum681.54
Range747.164
Interquartile range0.17330475

Descriptive statistics

Standard deviation6.814971689
Coef of variation42.87191684
Kurtosis9829.070068
Mean0.158961208
MAD0.238462949
Skewness98.17201689
Sum1616.953407
Variance46.44383912
Memory size79.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 10 0.1%
 
0.10675 4 < 0.1%
 
0.10876 3 < 0.1%
 
0.12672 3 < 0.1%
 
0.10061 3 < 0.1%
 
0.12288 3 < 0.1%
 
0.17386 3 < 0.1%
 
0.22772 3 < 0.1%
 
-0.084581 3 < 0.1%
 
0.1054 3 < 0.1%
 
Other values (9621) 10134 99.6%
 

Minimum 5 values

ValueCountFrequency (%) 
-65.624 1 < 0.1%
 
-46.893 1 < 0.1%
 
-9.5499 1 < 0.1%
 
-6.2117 1 < 0.1%
 
-4.6317 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
681.54 1 < 0.1%
 
25.777 1 < 0.1%
 
8.3133 1 < 0.1%
 
7.3773 1 < 0.1%
 
3.6626 2 < 0.1%
 

X12
Numeric

Distinct count9789
Unique (%)96.2%
Missing (%)0.2%
Missing (n)22
Infinite (%)0.0%
Infinite (n)0
Mean0.9647214985
Minimum-455.59
Maximum1744.5
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-455.59
5-th percentile-0.50886
Q10.00504725
Median0.16856
Q30.63269
95-th percentile3.14805
Maximum1744.5
Range2200.09
Interquartile range0.62764275

Descriptive statistics

Standard deviation24.63005152
Coef of variation25.53073769
Kurtosis4084.11163
Mean0.9647214985
MAD1.782358509
Skewness59.72452287
Sum9792.887931
Variance606.639438
Memory size79.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0.48409 3 < 0.1%
 
0.95848 3 < 0.1%
 
0.11487 3 < 0.1%
 
0.14577 3 < 0.1%
 
0.11516 3 < 0.1%
 
0.2055 3 < 0.1%
 
-0.03482 3 < 0.1%
 
-0.15412 3 < 0.1%
 
1.0227 3 < 0.1%
 
0.16611 3 < 0.1%
 
Other values (9778) 10121 99.5%
 
(Missing) 22 0.2%
 

Minimum 5 values

ValueCountFrequency (%) 
-455.59 1 < 0.1%
 
-233.2 1 < 0.1%
 
-180.38 1 < 0.1%
 
-119.42 1 < 0.1%
 
-109.96 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1744.5 1 < 0.1%
 
1563 1 < 0.1%
 
293.92 1 < 0.1%
 
263.64 1 < 0.1%
 
198.54 1 < 0.1%
 

X13
Numeric

Distinct count9557
Unique (%)93.9%
Missing (%)0.6%
Missing (n)63
Infinite (%)0.0%
Infinite (n)0
Mean1.028126454
Minimum-1317.6
Maximum9247.9
Zeros (%)0.1%
Mini histogram

Quantile statistics

Minimum-1317.6
5-th percentile-0.1255585
Q10.01900875
Median0.0661715
Q30.132745
95-th percentile0.3190295
Maximum9247.9
Range10565.5
Interquartile range0.11373625

Descriptive statistics

Standard deviation100.6398605
Coef of variation97.88665597
Kurtosis7243.547859
Mean1.028126454
MAD2.648792678
Skewness81.53270203
Sum10394.35845
Variance10128.38151
Memory size79.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 8 0.1%
 
0.11012 4 < 0.1%
 
0.15499 4 < 0.1%
 
0.10651 3 < 0.1%
 
0.14724 3 < 0.1%
 
0.11618 3 < 0.1%
 
0.067544 3 < 0.1%
 
0.20247 3 < 0.1%
 
0.13809 3 < 0.1%
 
0.12618 3 < 0.1%
 
Other values (9546) 10073 99.0%
 
(Missing) 63 0.6%
 

Minimum 5 values

ValueCountFrequency (%) 
-1317.6 1 < 0.1%
 
-829.74 1 < 0.1%
 
-416.54 1 < 0.1%
 
-413.02 1 < 0.1%
 
-161.95 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
9247.9 1 < 0.1%
 
3741.6 1 < 0.1%
 
112.46 1 < 0.1%
 
87.741 2 < 0.1%
 
45.079 1 < 0.1%
 

X14
Highly correlated

This variable is highly correlated with X11 and should be ignored for analysis

Correlation0.9945728728

X15
Numeric

Distinct count9750
Unique (%)95.8%
Missing (%)0.1%
Missing (n)12
Infinite (%)0.0%
Infinite (n)0
Mean646.0388796
Minimum-2132900
Maximum1831700
Zeros (%)0.1%
Mini histogram

Quantile statistics

Minimum-2132900
5-th percentile-5660.7
Q1166.63
Median755.02
Q32130.6
95-th percentile8872.6
Maximum1831700
Range3964600
Interquartile range1963.97

Descriptive statistics

Standard deviation50927.40935
Coef of variation78.83025458
Kurtosis1018.193312
Mean646.0388796
MAD5923.555084
Skewness-9.820652212
Sum6564401.056
Variance2593601023
Memory size79.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 9 0.1%
 
1101.2 6 0.1%
 
1497.7 4 < 0.1%
 
1468.9 3 < 0.1%
 
12033 3 < 0.1%
 
1095.7 3 < 0.1%
 
1172.8 3 < 0.1%
 
1489.5 3 < 0.1%
 
1236.6 3 < 0.1%
 
889.14 3 < 0.1%
 
Other values (9739) 10121 99.5%
 
(Missing) 12 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
-2132900 1 < 0.1%
 
-2114500 1 < 0.1%
 
-1243300 1 < 0.1%
 
-1019200 1 < 0.1%
 
-960810 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1831700 1 < 0.1%
 
1817600 1 < 0.1%
 
520910 1 < 0.1%
 
440080 1 < 0.1%
 
437880 1 < 0.1%
 

X16
Highly correlated

This variable is highly correlated with X12 and should be ignored for analysis

Correlation0.9829626236

X17
Numeric

Distinct count8865
Unique (%)87.1%
Missing (%)0.2%
Missing (n)18
Infinite (%)0.0%
Infinite (n)0
Mean10.94212729
Minimum0
Maximum18555
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.957439
Q11.4173
Median2.0486
Q33.59365
95-th percentile12.2179
Maximum18555
Range18555
Interquartile range2.17635

Descriptive statistics

Standard deviation288.4445767
Coef of variation26.36092315
Kurtosis3436.793192
Mean10.94212729
MAD15.62654262
Skewness56.77942088
Sum111117.3027
Variance83200.27383
Memory size79.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
1.5342 5 < 0.1%
 
1.7308 4 < 0.1%
 
1.9295 4 < 0.1%
 
1.0705 4 < 0.1%
 
1.2647 4 < 0.1%
 
1.1631 4 < 0.1%
 
2.2275 4 < 0.1%
 
2.1568 4 < 0.1%
 
1.5179 4 < 0.1%
 
1.4662 4 < 0.1%
 
Other values (8854) 10114 99.4%
 
(Missing) 18 0.2%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1 < 0.1%
 
0.0020792 1 < 0.1%
 
0.0022638 1 < 0.1%
 
0.0090344 1 < 0.1%
 
0.018439 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
18555 1 < 0.1%
 
18158 1 < 0.1%
 
10925 1 < 0.1%
 
4904.3 1 < 0.1%
 
3163.6 1 < 0.1%
 

X18
Highly correlated

This variable is highly correlated with X14 and should be ignored for analysis

Correlation0.9956605702

X19
Highly correlated

This variable is highly correlated with X13 and should be ignored for analysis

Correlation0.9999391131

X2
Numeric

Distinct count9529
Unique (%)93.7%
Missing (%)< 0.1%
Missing (n)1
Infinite (%)0.0%
Infinite (n)0
Mean0.6469604782
Minimum0
Maximum480.96
Zeros (%)0.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.07920235
Q10.277695
Median0.487335
Q30.70504
95-th percentile1.040435
Maximum480.96
Range480.96
Interquartile range0.427345

Descriptive statistics

Standard deviation6.615405468
Coef of variation10.22536259
Kurtosis4683.392174
Mean0.6469604782
MAD0.4082857329
Skewness67.33198497
Sum6580.881984
Variance43.76358951
Memory size79.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 18 0.2%
 
0.49306 4 < 0.1%
 
0.65182 4 < 0.1%
 
0.48412 3 < 0.1%
 
0.13309 3 < 0.1%
 
0.35417 3 < 0.1%
 
0.50052 3 < 0.1%
 
0.51827 3 < 0.1%
 
0.73067 3 < 0.1%
 
0.45522 3 < 0.1%
 
Other values (9518) 10125 99.5%
 

Minimum 5 values

ValueCountFrequency (%) 
0 18 0.2%
 
5.3895e-05 1 < 0.1%
 
5.5073e-05 1 < 0.1%
 
9.153e-05 1 < 0.1%
 
0.0002039 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
480.96 1 < 0.1%
 
441.74 1 < 0.1%
 
110.69 1 < 0.1%
 
54.233 1 < 0.1%
 
46.905 1 < 0.1%
 

X20
Numeric

Distinct count9056
Unique (%)89.0%
Missing (%)0.6%
Missing (n)63
Infinite (%)0.0%
Infinite (n)0
Mean68.01148258
Minimum0
Maximum70962
Zeros (%)4.9%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.0113162
Q113.711
Median33.1895
Q361.7995
95-th percentile139.132
Maximum70962
Range70962
Interquartile range48.0885

Descriptive statistics

Standard deviation956.5886035
Coef of variation14.06510441
Kurtosis3674.745871
Mean68.01148258
MAD64.91740522
Skewness57.49019325
Sum687596.0889
Variance915061.7563
Memory size79.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 494 4.9%
 
13.631 4 < 0.1%
 
49.188 3 < 0.1%
 
33.964 3 < 0.1%
 
13.575 3 < 0.1%
 
31.506 3 < 0.1%
 
12.03 3 < 0.1%
 
11.04 3 < 0.1%
 
24.778 3 < 0.1%
 
40.558 3 < 0.1%
 
Other values (9045) 9588 94.2%
 
(Missing) 63 0.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 494 4.9%
 
0.00057036 1 < 0.1%
 
0.00057639 1 < 0.1%
 
0.00062728 1 < 0.1%
 
0.00079813 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
70962 1 < 0.1%
 
41498 1 < 0.1%
 
39420 1 < 0.1%
 
26606 1 < 0.1%
 
9190.1 1 < 0.1%
 

X21
Numeric

Distinct count5475
Unique (%)53.8%
Missing (%)31.1%
Missing (n)3164
Infinite (%)0.0%
Infinite (n)0
Mean2.645023767
Minimum0
Maximum6964.2
Zeros (%)0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.701018
Q10.90956
Median1.0235
Q31.1595
95-th percentile1.5449
Maximum6964.2
Range6964.2
Interquartile range0.24994

Descriptive statistics

Standard deviation89.07208258
Coef of variation33.67534299
Kurtosis5398.70976
Mean2.645023767
MAD3.16425209
Skewness71.12634035
Sum18538.97159
Variance7933.835896
Memory size79.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
1 10 0.1%
 
0 8 0.1%
 
1.0363 6 0.1%
 
1.0108 6 0.1%
 
1.1459 6 0.1%
 
1.0239 6 0.1%
 
1.1335 6 0.1%
 
1.061 6 0.1%
 
1.0666 6 0.1%
 
1.0503 6 0.1%
 
Other values (5464) 6943 68.2%
 
(Missing) 3164 31.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 8 0.1%
 
0.00044086 1 < 0.1%
 
0.015787 2 < 0.1%
 
0.018825 1 < 0.1%
 
0.019126 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
6964.2 1 < 0.1%
 
2328.5 1 < 0.1%
 
1300.1 1 < 0.1%
 
125.75 1 < 0.1%
 
89.074 1 < 0.1%
 

X22
Highly correlated

This variable is highly correlated with X18 and should be ignored for analysis

Correlation0.9907848864

X23
Highly correlated

This variable is highly correlated with X19 and should be ignored for analysis

Correlation0.9998548525

X24
Highly correlated

This variable is highly correlated with X22 and should be ignored for analysis

Correlation0.9897842345

X25
Highly correlated

This variable is highly correlated with X10 and should be ignored for analysis

Correlation0.9891914684

X26
Numeric

Distinct count9730
Unique (%)95.6%
Missing (%)0.2%
Missing (n)19
Infinite (%)0.0%
Infinite (n)0
Mean1.084127245
Minimum-214.67
Maximum1744.5
Zeros (%)0.1%
Mini histogram

Quantile statistics

Minimum-214.67
5-th percentile-0.2217215
Q10.0552475
Median0.21862
Q30.639495
95-th percentile2.98322
Maximum1744.5
Range1959.17
Interquartile range0.5842475

Descriptive statistics

Standard deviation20.66211948
Coef of variation19.05875863
Kurtosis5274.911973
Mean1.084127245
MAD1.669089262
Skewness66.64906612
Sum11008.22804
Variance426.9231813
Memory size79.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 7 0.1%
 
1.3822 3 < 0.1%
 
-0.28537 3 < 0.1%
 
0.53133 3 < 0.1%
 
0.14243 3 < 0.1%
 
0.24306 3 < 0.1%
 
0.30284 3 < 0.1%
 
1.2898 3 < 0.1%
 
0.34067 3 < 0.1%
 
0.12877 3 < 0.1%
 
Other values (9719) 10120 99.5%
 
(Missing) 19 0.2%
 

Minimum 5 values

ValueCountFrequency (%) 
-214.67 1 < 0.1%
 
-205.86 1 < 0.1%
 
-108.06 1 < 0.1%
 
-96.75 1 < 0.1%
 
-65.495 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1744.5 1 < 0.1%
 
838.5 1 < 0.1%
 
323.36 1 < 0.1%
 
264.13 1 < 0.1%
 
253.3 1 < 0.1%
 

X27
Numeric

Distinct count8479
Unique (%)83.3%
Missing (%)6.9%
Missing (n)706
Infinite (%)0.0%
Infinite (n)0
Mean1243.186724
Minimum-157160
Maximum4208800
Zeros (%)6.8%
Mini histogram

Quantile statistics

Minimum-157160
5-th percentile-4.53082
Q10.036311
Median1.1183
Q35.28335
95-th percentile173.076
Maximum4208800
Range4365960
Interquartile range5.247039

Descriptive statistics

Standard deviation45911.1245
Coef of variation36.93019208
Kurtosis7470.370603
Mean1243.186724
MAD2555.782705
Skewness82.51367014
Sum11769248.71
Variance2107831353
Memory size79.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 694 6.8%
 
-10 7 0.1%
 
3.1276 3 < 0.1%
 
1.6408 3 < 0.1%
 
2.9957 3 < 0.1%
 
1.4648 3 < 0.1%
 
3.3616 3 < 0.1%
 
1.0031 3 < 0.1%
 
1.427 3 < 0.1%
 
1.8644 3 < 0.1%
 
Other values (8468) 8742 85.9%
 
(Missing) 706 6.9%
 

Minimum 5 values

ValueCountFrequency (%) 
-157160 1 < 0.1%
 
-67914 1 < 0.1%
 
-63765 1 < 0.1%
 
-47402 1 < 0.1%
 
-38192 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
4208800 1 < 0.1%
 
838490 1 < 0.1%
 
511500 1 < 0.1%
 
503170 1 < 0.1%
 
360890 1 < 0.1%
 

X28
Numeric

Distinct count9585
Unique (%)94.2%
Missing (%)2.1%
Missing (n)212
Infinite (%)0.0%
Infinite (n)0
Mean5.06987751
Minimum-3829.9
Maximum10033
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-3829.9
5-th percentile-0.6482
Q10.019357
Median0.44413
Q31.4887
95-th percentile11.089
Maximum10033
Range13862.9
Interquartile range1.469343

Descriptive statistics

Standard deviation129.1288614
Coef of variation25.46981877
Kurtosis3907.460578
Mean5.06987751
MAD10.12988108
Skewness50.34323013
Sum50501.04988
Variance16674.26284
Memory size79.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
1.0247 4 < 0.1%
 
0.10196 3 < 0.1%
 
0.13278 3 < 0.1%
 
0.38247 3 < 0.1%
 
0.50765 3 < 0.1%
 
0.29245 3 < 0.1%
 
2.2771 3 < 0.1%
 
0.10258 3 < 0.1%
 
0.32331 3 < 0.1%
 
0.31791 3 < 0.1%
 
Other values (9574) 9930 97.6%
 
(Missing) 212 2.1%
 

Minimum 5 values

ValueCountFrequency (%) 
-3829.9 1 < 0.1%
 
-1574.7 1 < 0.1%
 
-1018.2 2 < 0.1%
 
-373.99 1 < 0.1%
 
-259.72 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
10033 1 < 0.1%
 
4364.1 1 < 0.1%
 
3041.1 1 < 0.1%
 
2246.7 1 < 0.1%
 
1597.1 1 < 0.1%
 

X29
Numeric

Distinct count8410
Unique (%)82.7%
Missing (%)< 0.1%
Missing (n)1
Infinite (%)0.0%
Infinite (n)0
Mean3.930824063
Minimum-0.88606
Maximum9.4648
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.88606
5-th percentile2.552975
Q13.412675
Median3.93155
Q34.45505
95-th percentile5.290845
Maximum9.4648
Range10.35086
Interquartile range1.042375

Descriptive statistics

Standard deviation0.8308178067
Coef of variation0.211359703
Kurtosis0.749944421
Mean3.930824063
MAD0.6453726394
Skewness-0.04623862683
Sum39984.34237
Variance0.6902582279
Memory size79.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
4.6062 6 0.1%
 
4.0976 6 0.1%
 
4.3474 5 < 0.1%
 
4.2216 5 < 0.1%
 
3.1544 4 < 0.1%
 
4.4498 4 < 0.1%
 
3.802 4 < 0.1%
 
3.7651 4 < 0.1%
 
4.0158 4 < 0.1%
 
3.8481 4 < 0.1%
 
Other values (8399) 10126 99.5%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.88606 1 < 0.1%
 
0.0187 1 < 0.1%
 
0.020778 1 < 0.1%
 
0.30103 1 < 0.1%
 
0.39672 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
9.4648 1 < 0.1%
 
7.5051 1 < 0.1%
 
7.143 1 < 0.1%
 
7.1418 1 < 0.1%
 
6.9773 1 < 0.1%
 

X3
Highly correlated

This variable is highly correlated with X25 and should be ignored for analysis

Correlation0.9861867189

X30
Numeric

Distinct count9500
Unique (%)93.4%
Missing (%)0.6%
Missing (n)63
Infinite (%)0.0%
Infinite (n)0
Mean9.025767034
Minimum-380.55
Maximum62048
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-380.55
5-th percentile-0.1205085
Q10.07911025
Median0.21256
Q30.4029025
95-th percentile1.08072
Maximum62048
Range62428.55
Interquartile range0.32379225

Descriptive statistics

Standard deviation634.264295
Coef of variation70.27261978
Kurtosis9080.851294
Mean9.025767034
MAD17.49780593
Skewness93.68093872
Sum91250.50472
Variance402291.1959
Memory size79.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0.22134 4 < 0.1%
 
0.17512 4 < 0.1%
 
0.12249 4 < 0.1%
 
0.10275 3 < 0.1%
 
0.40496 3 < 0.1%
 
0.52433 3 < 0.1%
 
0.097688 3 < 0.1%
 
1.0303 3 < 0.1%
 
0.31121 3 < 0.1%
 
0.4511 3 < 0.1%
 
Other values (9489) 10077 99.1%
 
(Missing) 63 0.6%
 

Minimum 5 values

ValueCountFrequency (%) 
-380.55 1 < 0.1%
 
-240.55 1 < 0.1%
 
-63.153 1 < 0.1%
 
-39.873 1 < 0.1%
 
-16.823 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
62048 1 < 0.1%
 
14056 1 < 0.1%
 
2940.2 1 < 0.1%
 
2106.6 1 < 0.1%
 
1879.4 1 < 0.1%
 

X31
Highly correlated

This variable is highly correlated with X23 and should be ignored for analysis

Correlation0.9998549688

X32
Numeric

Distinct count9318
Unique (%)91.6%
Missing (%)0.9%
Missing (n)87
Infinite (%)0.0%
Infinite (n)0
Mean2032.50396
Minimum-164.78
Maximum17364000
Zeros (%)0.2%
Mini histogram

Quantile statistics

Minimum-164.78
5-th percentile17.1355
Q144.27475
Median77.2045
Q3126.8825
95-th percentile308.19
Maximum17364000
Range17364164.78
Interquartile range82.60775

Descriptive statistics

Standard deviation173008.6895
Coef of variation85.12096058
Kurtosis10059.51909
Mean2032.50396
MAD3823.743494
Skewness100.2335407
Sum20499834.94
Variance2.993200663e+10
Memory size79.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 19 0.2%
 
124.97 5 < 0.1%
 
29.685 4 < 0.1%
 
112.39 4 < 0.1%
 
103.25 4 < 0.1%
 
38.382 4 < 0.1%
 
116.39 4 < 0.1%
 
85.511 4 < 0.1%
 
172.12 3 < 0.1%
 
24.082 3 < 0.1%
 
Other values (9307) 10032 98.6%
 
(Missing) 87 0.9%
 

Minimum 5 values

ValueCountFrequency (%) 
-164.78 1 < 0.1%
 
-50.451 1 < 0.1%
 
-19.014 1 < 0.1%
 
0 19 0.2%
 
0.010206 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
17364000 1 < 0.1%
 
375260 1 < 0.1%
 
351590 1 < 0.1%
 
249400 1 < 0.1%
 
185290 1 < 0.1%
 

X33
Highly correlated

This variable is highly correlated with X24 and should be ignored for analysis

Correlation0.9771585187

X34
Highly correlated

This variable is highly correlated with X33 and should be ignored for analysis

Correlation0.9960918658

X35
Highly correlated

This variable is highly correlated with X34 and should be ignored for analysis

Correlation0.9860249908

X36
Highly correlated

This variable is highly correlated with X35 and should be ignored for analysis

Correlation0.9912199601

X37
Numeric

Distinct count5456
Unique (%)53.6%
Missing (%)44.4%
Missing (n)4518
Infinite (%)0.0%
Infinite (n)0
Mean82.94435957
Minimum-89.392
Maximum72701
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-89.392
5-th percentile0.279467
Q11.09825
Median2.8775
Q39.8701
95-th percentile117.559
Maximum72701
Range72790.392
Interquartile range8.77185

Descriptive statistics

Standard deviation1352.649953
Coef of variation16.30791967
Kurtosis1799.98794
Mean82.94435957
MAD140.3376591
Skewness38.88817067
Sum469050.3534
Variance1829661.895
Memory size79.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
1.1393 3 < 0.1%
 
0.40932 3 < 0.1%
 
3.0257 3 < 0.1%
 
1.6794 3 < 0.1%
 
0.57175 3 < 0.1%
 
43.464 3 < 0.1%
 
1.8559 3 < 0.1%
 
1.0042 3 < 0.1%
 
4.4765 3 < 0.1%
 
1.1959 2 < 0.1%
 
Other values (5445) 5626 55.3%
 
(Missing) 4518 44.4%
 

Minimum 5 values

ValueCountFrequency (%) 
-89.392 1 < 0.1%
 
-2.7607 1 < 0.1%
 
0 1 < 0.1%
 
0.0035222 1 < 0.1%
 
0.0059698 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
72701 1 < 0.1%
 
46496 1 < 0.1%
 
33945 1 < 0.1%
 
18542 1 < 0.1%
 
16477 1 < 0.1%
 

X38
Highly correlated

This variable is highly correlated with X3 and should be ignored for analysis

Correlation0.992843169

X39
Numeric

Distinct count9633
Unique (%)94.7%
Missing (%)0.6%
Missing (n)63
Infinite (%)0.0%
Infinite (n)0
Mean-0.3191935775
Minimum-1395.8
Maximum21.386
Zeros (%)0.6%
Mini histogram

Quantile statistics

Minimum-1395.8
5-th percentile-0.130245
Q10.004305925
Median0.0377595
Q30.094422
95-th percentile0.2345835
Maximum21.386
Range1417.186
Interquartile range0.090116075

Descriptive statistics

Standard deviation16.75970563
Coef of variation-52.5063999
Kurtosis5059.920848
Mean-0.3191935775
MAD0.7553896086
Skewness-66.40035425
Sum-3227.047068
Variance280.8877327
Memory size79.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 57 0.6%
 
0.1056 4 < 0.1%
 
0.10831 4 < 0.1%
 
0.14802 3 < 0.1%
 
0.013501 3 < 0.1%
 
0.17847 3 < 0.1%
 
0.10713 3 < 0.1%
 
0.11345 3 < 0.1%
 
-0.0060441 3 < 0.1%
 
0.12351 3 < 0.1%
 
Other values (9622) 10024 98.5%
 
(Missing) 63 0.6%
 

Minimum 5 values

ValueCountFrequency (%) 
-1395.8 1 < 0.1%
 
-654.43 1 < 0.1%
 
-405.96 1 < 0.1%
 
-388.48 1 < 0.1%
 
-316.03 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
21.386 2 < 0.1%
 
20.2 1 < 0.1%
 
13.497 1 < 0.1%
 
7.6679 1 < 0.1%
 
5.3085 1 < 0.1%
 

X4
Numeric

Distinct count9076
Unique (%)89.2%
Missing (%)0.2%
Missing (n)22
Infinite (%)0.0%
Infinite (n)0
Mean4.144058061
Minimum0.0020792
Maximum4881.6
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.0020792
5-th percentile0.519145
Q11.0292
Median1.5244
Q32.7411
95-th percentile8.94205
Maximum4881.6
Range4881.597921
Interquartile range1.7119

Descriptive statistics

Standard deviation51.71524237
Coef of variation12.47937206
Kurtosis7812.019464
Mean4.144058061
MAD4.38686137
Skewness83.85911078
Sum42066.33338
Variance2674.466293
Memory size79.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
1.3 5 < 0.1%
 
1.154 4 < 0.1%
 
1.3119 4 < 0.1%
 
1.3879 4 < 0.1%
 
1.3163 4 < 0.1%
 
1.1101 4 < 0.1%
 
1.4337 4 < 0.1%
 
1.1716 4 < 0.1%
 
2.1718 4 < 0.1%
 
1.1788 4 < 0.1%
 
Other values (9065) 10110 99.4%
 
(Missing) 22 0.2%
 

Minimum 5 values

ValueCountFrequency (%) 
0.0020792 1 < 0.1%
 
0.0022638 1 < 0.1%
 
0.0028263 1 < 0.1%
 
0.0035768 1 < 0.1%
 
0.0084533 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
4881.6 1 < 0.1%
 
841.76 1 < 0.1%
 
782.25 1 < 0.1%
 
544.56 1 < 0.1%
 
431.12 1 < 0.1%
 

X40
Highly correlated

This variable is highly correlated with X4 and should be ignored for analysis

Correlation0.9774235864

X41
Numeric

Distinct count9490
Unique (%)93.3%
Missing (%)1.9%
Missing (n)197
Infinite (%)0.0%
Infinite (n)0
Mean0.7210407761
Minimum-1234.4
Maximum990.08
Zeros (%)0.1%
Mini histogram

Quantile statistics

Minimum-1234.4
5-th percentile-0.3624075
Q10.02538025
Median0.083133
Q30.20515
95-th percentile1.004925
Maximum990.08
Range2224.48
Interquartile range0.17976975

Descriptive statistics

Standard deviation24.3864599
Coef of variation33.82119391
Kurtosis1487.720454
Mean0.7210407761
MAD1.756172068
Skewness10.07580663
Sum7193.102782
Variance594.6994267
Memory size79.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 15 0.1%
 
0.10043 5 < 0.1%
 
0.02804 4 < 0.1%
 
0.11683 4 < 0.1%
 
0.1593 3 < 0.1%
 
0.2899 3 < 0.1%
 
0.24677 3 < 0.1%
 
0.13356 3 < 0.1%
 
0.11302 3 < 0.1%
 
0.10887 3 < 0.1%
 
Other values (9479) 9930 97.6%
 
(Missing) 197 1.9%
 

Minimum 5 values

ValueCountFrequency (%) 
-1234.4 1 < 0.1%
 
-283.92 1 < 0.1%
 
-217.83 1 < 0.1%
 
-133.84 1 < 0.1%
 
-95.106 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
990.08 1 < 0.1%
 
911.52 1 < 0.1%
 
868.25 1 < 0.1%
 
822.85 1 < 0.1%
 
672.69 1 < 0.1%
 

X42
Highly correlated

This variable is highly correlated with X39 and should be ignored for analysis

Correlation0.9865507193

X43
Highly correlated

This variable is highly correlated with X30 and should be ignored for analysis

Correlation0.947145461

X44
Highly correlated

This variable is highly correlated with X43 and should be ignored for analysis

Correlation0.9983458516

X45
Numeric

Distinct count9232
Unique (%)90.8%
Missing (%)5.3%
Missing (n)541
Infinite (%)0.0%
Infinite (n)0
Mean22.92914116
Minimum-2686
Maximum113820
Zeros (%)0.5%
Mini histogram

Quantile statistics

Minimum-2686
5-th percentile-1.618035
Q10.004036475
Median0.27719
Q31.046375
95-th percentile7.458645
Maximum113820
Range116506
Interquartile range1.042338525

Descriptive statistics

Standard deviation1199.194814
Coef of variation52.30003188
Kurtosis8434.510162
Mean22.92914116
MAD45.04274874
Skewness89.57314454
Sum220853.4877
Variance1438068.201
Memory size79.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 48 0.5%
 
1 4 < 0.1%
 
0.13465 4 < 0.1%
 
-0.094187 3 < 0.1%
 
0.25939 3 < 0.1%
 
0.66019 3 < 0.1%
 
0.88411 3 < 0.1%
 
-1.1622 3 < 0.1%
 
0.16687 3 < 0.1%
 
0.41146 3 < 0.1%
 
Other values (9221) 9555 93.9%
 
(Missing) 541 5.3%
 

Minimum 5 values

ValueCountFrequency (%) 
-2686 1 < 0.1%
 
-807.33 1 < 0.1%
 
-711.42 1 < 0.1%
 
-468.87 1 < 0.1%
 
-352.89 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
113820 1 < 0.1%
 
20998 1 < 0.1%
 
14939 1 < 0.1%
 
7913.2 1 < 0.1%
 
7083.3 1 < 0.1%
 

X46
Highly correlated

This variable is highly correlated with X40 and should be ignored for analysis

Correlation0.9795039284

X47
Highly correlated

This variable is highly correlated with X32 and should be ignored for analysis

Correlation0.9995049085

X48
Highly correlated

This variable is highly correlated with X36 and should be ignored for analysis

Correlation0.9855964589

X49
Highly correlated

This variable is highly correlated with X42 and should be ignored for analysis

Correlation0.9971176568

X5
Numeric

Distinct count9854
Unique (%)96.9%
Missing (%)0.2%
Missing (n)24
Infinite (%)0.0%
Infinite (n)0
Mean-144.8307969
Minimum-438250
Maximum70686
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-438250
5-th percentile-275.332
Q1-50.131
Median-1.9075
Q351.443
95-th percentile411.148
Maximum70686
Range508936
Interquartile range101.574

Descriptive statistics

Standard deviation7811.97626
Coef of variation-53.93864031
Kurtosis1889.996738
Mean-144.8307969
MAD642.0005072
Skewness-39.90807615
Sum-1469887.758
Variance61026973.09
Memory size79.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
100.5 4 < 0.1%
 
-114.32 3 < 0.1%
 
-105.28 3 < 0.1%
 
48.959 3 < 0.1%
 
-17.716 3 < 0.1%
 
23.559 3 < 0.1%
 
-103.12 3 < 0.1%
 
-17.721 3 < 0.1%
 
-109.22 3 < 0.1%
 
-164.42 3 < 0.1%
 
Other values (9843) 10118 99.5%
 
(Missing) 24 0.2%
 

Minimum 5 values

ValueCountFrequency (%) 
-438250 1 < 0.1%
 
-352580 1 < 0.1%
 
-346050 1 < 0.1%
 
-221280 1 < 0.1%
 
-208280 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
70686 1 < 0.1%
 
50836 1 < 0.1%
 
50533 1 < 0.1%
 
44640 1 < 0.1%
 
42052 1 < 0.1%
 

X50
Highly correlated

This variable is highly correlated with X46 and should be ignored for analysis

Correlation0.9947842208

X51
Highly correlated

This variable is highly correlated with X2 and should be ignored for analysis

Correlation0.9989871914

X52
Highly correlated

This variable is highly correlated with X47 and should be ignored for analysis

Correlation0.9995240644

X53
Numeric

Distinct count9220
Unique (%)90.6%
Missing (%)2.1%
Missing (n)212
Infinite (%)0.0%
Infinite (n)0
Mean14.04720255
Minimum-3828.9
Maximum86795
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-3828.9
5-th percentile-0.099287
Q10.6517
Median1.1754
Q32.2088
95-th percentile10.753
Maximum86795
Range90623.9
Interquartile range1.5571

Descriptive statistics

Standard deviation880.6118934
Coef of variation62.68948497
Kurtosis9473.518542
Mean14.04720255
MAD26.64383552
Skewness96.27945414
Sum139924.1846
Variance775477.3067
Memory size79.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
1.1223 4 < 0.1%
 
1.0706 4 < 0.1%
 
1.5549 3 < 0.1%
 
1.3974 3 < 0.1%
 
2.5008 3 < 0.1%
 
1.8861 3 < 0.1%
 
1.1869 3 < 0.1%
 
1.3397 3 < 0.1%
 
0.39119 3 < 0.1%
 
1.1373 3 < 0.1%
 
Other values (9209) 9929 97.6%
 
(Missing) 212 2.1%
 

Minimum 5 values

ValueCountFrequency (%) 
-3828.9 1 < 0.1%
 
-1758.9 1 < 0.1%
 
-1573.7 1 < 0.1%
 
-1041.5 1 < 0.1%
 
-1017.2 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
86795 1 < 0.1%
 
10034 1 < 0.1%
 
4920 1 < 0.1%
 
4365.1 1 < 0.1%
 
3042.1 1 < 0.1%
 

X54
Highly correlated

This variable is highly correlated with X53 and should be ignored for analysis

Correlation0.9979360336

X55
Numeric

Distinct count9752
Unique (%)95.9%
Missing (%)< 0.1%
Missing (n)1
Infinite (%)0.0%
Infinite (n)0
Mean6080.925201
Minimum-1805200
Maximum3657400
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-1805200
5-th percentile-5800.355
Q15.699975
Median832.67
Q34020.25
95-th percentile28194.7
Maximum3657400
Range5462600
Interquartile range4014.550025

Descriptive statistics

Standard deviation65980.0709
Coef of variation10.85033424
Kurtosis1529.652064
Mean6080.925201
MAD12959.05746
Skewness26.72438574
Sum61855171.14
Variance4353369756
Memory size79.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
373 4 < 0.1%
 
110 4 < 0.1%
 
2157.6 4 < 0.1%
 
198 4 < 0.1%
 
91 3 < 0.1%
 
19184 3 < 0.1%
 
-656 3 < 0.1%
 
4400 3 < 0.1%
 
33 3 < 0.1%
 
1627 3 < 0.1%
 
Other values (9741) 10138 99.7%
 

Minimum 5 values

ValueCountFrequency (%) 
-1805200 1 < 0.1%
 
-937480 2 < 0.1%
 
-492830 1 < 0.1%
 
-433240 1 < 0.1%
 
-403740 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
3657400 1 < 0.1%
 
3178000 1 < 0.1%
 
1016000 1 < 0.1%
 
809080 1 < 0.1%
 
763930 1 < 0.1%
 

X56
Numeric

Distinct count9562
Unique (%)94.0%
Missing (%)0.6%
Missing (n)63
Infinite (%)0.0%
Infinite (n)0
Mean-1.128949494
Minimum-8534.6
Maximum20.2
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-8534.6
5-th percentile-0.133123
Q10.0103805
Median0.0550135
Q30.1340675
95-th percentile0.387869
Maximum20.2
Range8554.8
Interquartile range0.123687

Descriptive statistics

Standard deviation86.50291982
Coef of variation-76.62248866
Kurtosis9378.191969
Mean-1.128949494
MAD2.421250085
Skewness-95.46610006
Sum-11413.67939
Variance7482.755138
Memory size79.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
1 82 0.8%
 
0.10831 4 < 0.1%
 
0.11949 3 < 0.1%
 
0.10437 3 < 0.1%
 
0.12219 3 < 0.1%
 
0.14834 3 < 0.1%
 
0.25018 3 < 0.1%
 
0.10982 3 < 0.1%
 
0.14695 3 < 0.1%
 
0.13874 3 < 0.1%
 
Other values (9551) 10000 98.3%
 
(Missing) 63 0.6%
 

Minimum 5 values

ValueCountFrequency (%) 
-8534.6 1 < 0.1%
 
-1395.9 1 < 0.1%
 
-645.87 1 < 0.1%
 
-405.96 1 < 0.1%
 
-386.28 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
20.2 1 < 0.1%
 
2.6324 1 < 0.1%
 
2.0023 1 < 0.1%
 
1.9277 1 < 0.1%
 
1.9268 1 < 0.1%
 

X57
Numeric

Distinct count9597
Unique (%)94.3%
Missing (%)< 0.1%
Missing (n)2
Infinite (%)0.0%
Infinite (n)0
Mean-0.0435192881
Minimum-979.25
Maximum147.19
Zeros (%)1.0%
Mini histogram

Quantile statistics

Minimum-979.25
5-th percentile-0.57218
Q10.00995945
Median0.12621
Q30.309135
95-th percentile0.9274
Maximum147.19
Range1126.44
Interquartile range0.29917555

Descriptive statistics

Standard deviation12.25165091
Coef of variation-281.5223191
Kurtosis4560.721516
Mean-0.0435192881
MAD0.8415096805
Skewness-61.43873646
Sum-442.6346792
Variance150.1029501
Memory size79.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 102 1.0%
 
0.10593 4 < 0.1%
 
0.13223 3 < 0.1%
 
0.11275 3 < 0.1%
 
0.20838 3 < 0.1%
 
0.16704 3 < 0.1%
 
-0.0041961 3 < 0.1%
 
1.1837 3 < 0.1%
 
0.1364 3 < 0.1%
 
0.21309 3 < 0.1%
 
Other values (9586) 10041 98.7%
 

Minimum 5 values

ValueCountFrequency (%) 
-979.25 1 < 0.1%
 
-591.2 1 < 0.1%
 
-209.87 1 < 0.1%
 
-96.326 1 < 0.1%
 
-76.982 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
147.19 2 < 0.1%
 
120.42 1 < 0.1%
 
111.66 1 < 0.1%
 
64.446 1 < 0.1%
 
55.935 1 < 0.1%
 

X58
Numeric

Distinct count8030
Unique (%)78.9%
Missing (%)0.4%
Missing (n)39
Infinite (%)0.0%
Infinite (n)0
Mean12.65633668
Minimum-4.5497
Maximum59672
Zeros (%)0.1%
Mini histogram

Quantile statistics

Minimum-4.5497
5-th percentile0.6202945
Q10.87213
Median0.949715
Q30.99339
95-th percentile1.14184
Maximum59672
Range59676.5497
Interquartile range0.12126

Descriptive statistics

Standard deviation632.9374
Coef of variation50.00952613
Kurtosis7836.206138
Mean12.65633668
MAD23.37514076
Skewness84.85409887
Sum128259.3159
Variance400609.7523
Memory size79.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 13 0.1%
 
1.0013 9 0.1%
 
1.0139 8 0.1%
 
1.0021 8 0.1%
 
1.0169 7 0.1%
 
1.0174 7 0.1%
 
1.0077 6 0.1%
 
0.98102 6 0.1%
 
1.0004 6 0.1%
 
1.0083 6 0.1%
 
Other values (8019) 10058 98.9%
 
(Missing) 39 0.4%
 

Minimum 5 values

ValueCountFrequency (%) 
-4.5497 1 < 0.1%
 
-1.6324 1 < 0.1%
 
-1.0463 1 < 0.1%
 
-0.93883 1 < 0.1%
 
-0.91664 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
59672 1 < 0.1%
 
15459 1 < 0.1%
 
8603.5 1 < 0.1%
 
8536.8 1 < 0.1%
 
8175.7 1 < 0.1%
 

X59
Numeric

Distinct count5458
Unique (%)53.7%
Missing (%)< 0.1%
Missing (n)2
Infinite (%)0.0%
Infinite (n)0
Mean3.034738178
Minimum-189.58
Maximum23853
Zeros (%)44.4%
Mini histogram

Quantile statistics

Minimum-189.58
5-th percentile0
Q10
Median0.0048491
Q30.24924
95-th percentile1.6343
Maximum23853
Range24042.58
Interquartile range0.24924

Descriptive statistics

Standard deviation238.185655
Coef of variation78.48639356
Kurtosis9888.875358
Mean3.034738178
MAD6.041140738
Skewness98.86067649
Sum30866.32201
Variance56732.40625
Memory size79.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 4518 44.4%
 
0.18033 3 < 0.1%
 
0.27559 3 < 0.1%
 
0.68686 3 < 0.1%
 
0.12251 3 < 0.1%
 
0.27222 3 < 0.1%
 
0.17049 3 < 0.1%
 
0.09345 2 < 0.1%
 
0.55832 2 < 0.1%
 
0.86831 2 < 0.1%
 
Other values (5447) 5629 55.3%
 

Minimum 5 values

ValueCountFrequency (%) 
-189.58 1 < 0.1%
 
-153.26 1 < 0.1%
 
-148.62 1 < 0.1%
 
-96.996 1 < 0.1%
 
-94.6 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
23853 1 < 0.1%
 
2517.7 1 < 0.1%
 
854.47 1 < 0.1%
 
751 1 < 0.1%
 
241.83 1 < 0.1%
 

X6
Highly correlated

This variable is highly correlated with X38 and should be ignored for analysis

Correlation0.9805575145

X60
Numeric

Distinct count9011
Unique (%)88.6%
Missing (%)5.3%
Missing (n)543
Infinite (%)0.0%
Infinite (n)0
Mean375.3325143
Minimum0
Maximum639940
Zeros (%)0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile2.523495
Q15.684275
Median10.3535
Q322.1635
95-th percentile121.12
Maximum639940
Range639940
Interquartile range16.479225

Descriptive statistics

Standard deviation12294.31598
Coef of variation32.75579789
Kurtosis2218.916039
Mean375.3325143
MAD691.0435877
Skewness45.98396136
Sum3614452.113
Variance151150205.4
Memory size79.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 14 0.1%
 
17.938 4 < 0.1%
 
10.091 4 < 0.1%
 
13.048 4 < 0.1%
 
11.281 3 < 0.1%
 
14.977 3 < 0.1%
 
10.669 3 < 0.1%
 
14.731 3 < 0.1%
 
10.542 3 < 0.1%
 
12.739 3 < 0.1%
 
Other values (9000) 9586 94.2%
 
(Missing) 543 5.3%
 

Minimum 5 values

ValueCountFrequency (%) 
0 14 0.1%
 
0.0051436 1 < 0.1%
 
0.0087956 1 < 0.1%
 
0.0092594 1 < 0.1%
 
0.013719 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
639940 1 < 0.1%
 
633250 1 < 0.1%
 
581870 1 < 0.1%
 
457320 1 < 0.1%
 
215540 1 < 0.1%
 

X61
Numeric

Distinct count9421
Unique (%)92.6%
Missing (%)0.2%
Missing (n)16
Infinite (%)0.0%
Infinite (n)0
Mean16.8840203
Minimum-0.0075209
Maximum26862
Zeros (%)0.6%
Mini histogram

Quantile statistics

Minimum-0.0075209
5-th percentile2.26284
Q14.6953
Median6.9886
Q311.073
95-th percentile32.634
Maximum26862
Range26862.00752
Interquartile range6.3777

Descriptive statistics

Standard deviation295.7623116
Coef of variation17.51729187
Kurtosis6976.716401
Mean16.8840203
MAD17.34965064
Skewness80.73350979
Sum171490.9942
Variance87475.34495
Memory size79.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 60 0.6%
 
6.6102 4 < 0.1%
 
9.8817 4 < 0.1%
 
10.372 3 < 0.1%
 
4.0231 3 < 0.1%
 
10.765 3 < 0.1%
 
11.509 3 < 0.1%
 
10.353 3 < 0.1%
 
3.8018 3 < 0.1%
 
5.9104 3 < 0.1%
 
Other values (9410) 10068 99.0%
 
(Missing) 16 0.2%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.0075209 1 < 0.1%
 
0 60 0.6%
 
0.00023364 1 < 0.1%
 
0.00082121 1 < 0.1%
 
0.0020028 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
26862 1 < 0.1%
 
12296 1 < 0.1%
 
1324.5 1 < 0.1%
 
1064.7 1 < 0.1%
 
940.76 1 < 0.1%
 

X62
Highly correlated

This variable is highly correlated with X44 and should be ignored for analysis

Correlation0.9541577267

X63
Highly correlated

This variable is highly correlated with X48 and should be ignored for analysis

Correlation0.9871164205

X64
Numeric

Distinct count9362
Unique (%)92.0%
Missing (%)2.1%
Missing (n)212
Infinite (%)0.0%
Infinite (n)0
Mean55.27587668
Minimum-10677
Maximum127680
Zeros (%)0.4%
Mini histogram

Quantile statistics

Minimum-10677
5-th percentile0.75025
Q12.3109
Median4.536
Q310.604
95-th percentile70.752
Maximum127680
Range138357
Interquartile range8.2931

Descriptive statistics

Standard deviation1526.588333
Coef of variation27.61762319
Kurtosis5365.063975
Mean55.27587668
MAD91.61912771
Skewness69.20225913
Sum550603.0076
Variance2330471.94
Memory size79.6 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 38 0.4%
 
2.3897 3 < 0.1%
 
2.527 3 < 0.1%
 
1.6603 3 < 0.1%
 
2.8745 3 < 0.1%
 
2.1834 3 < 0.1%
 
115.14 3 < 0.1%
 
2.2176 3 < 0.1%
 
1.0527 3 < 0.1%
 
2.0569 3 < 0.1%
 
Other values (9351) 9896 97.3%
 
(Missing) 212 2.1%
 

Minimum 5 values

ValueCountFrequency (%) 
-10677 1 < 0.1%
 
-0.0010214 1 < 0.1%
 
0 38 0.4%
 
1.2762e-05 1 < 0.1%
 
3.2079e-05 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
127680 1 < 0.1%
 
70361 1 < 0.1%
 
22562 1 < 0.1%
 
16306 1 < 0.1%
 
13518 2 < 0.1%
 

X7
Highly correlated

This variable is highly correlated with X63 and should be ignored for analysis

Correlation0.9833365706

X8
Highly correlated

This variable is highly correlated with X17 and should be ignored for analysis

Correlation0.9999978802

X9
Highly correlated

This variable is highly correlated with X7 and should be ignored for analysis

Correlation0.9822032554

Y
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
0
9773
1
 
400
ValueCountFrequency (%) 
0 9773 96.1%
 
1 400 3.9%
 

Correlations

Missing values

Sample

First rows

X1X10X11X12X13X14X15X16X17X18X19X2X20X21X22X23X24X25X26X27X28X29X3X30X31X32X33X34X35X36X37X38X39X4X40X41X42X43X44X45X46X47X48X49X5X50X51X52X53X54X55X56X57X58X59X6X60X61X62X63X64X7X8X9Y
00.2023500.426950.2536600.5456100.1786500.253660603.2000.6051102.15050.2536600.1610500.4650042.6971.080600.2234900.1284800.631050.4269500.4947801.634500.8155906.00380.2403800.228030.161050124.10002.941200.480630.2234901.625805095.30000.427050.1419001.51710.4648900.0608560.141900113.36070.66101.0983001.1207049.1810.1957700.124300-14.5471.516700.464900.3400001.448601.4490242500.00000.131840.4739500.868160.0002400.5106908.54875.16550107.74003.387905.34400.2536600.918161.151900
10.0300730.404370.0421990.0754930.1456300.0416704613.9000.0791091.67890.0416700.1287800.59563239.120NaN0.0421960.092943NaN0.0298020.05963979.752000.7143204.06720.1866801.805200.128780708.74000.514990.477250.0392980.32356NaN0.404370.1214601.33820.0282110.4167100.130410815.690576.57000.1418700.95419272.1700.0367460.113570-37.8591.240100.551971.9418001.547301.54732179.50000.121460.0743690.872350.000000-0.0003191.52640.63305622.66000.586191.23810.0416700.678900.323560
20.2578600.698410.3245301.0644000.1974500.318770330.2901.1051003.33900.3187700.1901700.2994984.2461.114600.3046600.153830NaN0.6077500.90169052.8860018.8360003.74150.6651900.147560.19021078.10104.673404.673400.2765601.67620NaN0.698410.1649903.22110.1794200.0315070.181750198.360114.11000.6664901.92920100.8900.2924700.17448071.7993.221100.299490.21398019.7770019.77703668.60000.164990.3692100.816140.0000000.0000004.33253.1985065.21505.5969047.46600.3187702.332001.676200
30.2271600.321500.3810700.5515600.2279400.285050820.5200.4448401.47380.2850500.2152700.6785069.7781.270400.3794700.171560NaN0.3097500.3595203.952100.0971464.47380.0427840.489440.221940201.67001.809901.378600.3887401.324101.96710.477290.2935801.08280.0873770.0570770.286580141.81072.02800.8974000.5929898.7770.3627000.273920-88.2120.824750.516800.5525100.730001.08371273.80000.293580.7065700.786170.4845600.0000005.23095.06750142.46002.562103.00660.2850500.473841.324100
40.0854430.521670.1082300.2845200.0893260.108230997.0100.3661002.62890.1082300.0694220.3803963.9951.359600.1883400.0548070.226020.5216700.3062001.344201.3797004.70490.3592300.196820.06942299.09003.683500.495140.1883401.63470NaN0.521670.1208101.94440.2017300.0570070.120810155.20091.20400.3125901.2258071.2040.1573100.10091021.7311.944400.380390.2714802.003502.003518209.00000.101240.1637900.898760.0000000.1879005.70354.0020089.05804.098405.98740.1082301.371401.112600
50.2878400.446000.2878400.6399100.1991800.287840683.1700.5342701.81080.2878400.1943100.5522546.7051.673200.3293000.1943100.390120.4460000.5342702.872001.3527004.40510.3163400.303370.194310143.19002.549000.596280.3293001.491505.62860.548440.2222901.70330.2375000.0539540.222290162.450115.75001.5185001.2819060.3410.3220800.21742038.8031.387300.449810.3923001.907202.34538040.80000.225990.6453700.774010.2296900.3901207.81513.15340110.83003.293306.33460.2878400.807611.292000
60.1538200.527520.2183400.4221800.1368400.190810837.5700.4357902.11650.1908100.1268200.47248136.5301.064900.2183300.102230NaN0.5106600.3574907.932001.3198004.47210.3117900.311210.132510127.81002.855802.731800.2139201.5046012.52200.543560.1421701.68980.0183080.0674740.145100183.27046.73900.2733100.44460159.1600.2032400.135080-71.9851.616500.451970.3501702.233002.30099246.00000.142170.2916000.873680.0304210.0000002.67347.80930109.64003.329106.36920.1908101.116501.504600
70.2625200.541660.2791400.5920800.3509300.262520218.1401.6732002.18180.2625200.1201300.4583446.9781.116500.0000000.120130NaN0.4989301.6732000.000002.9881003.62460.4170400.206360.269140197.57001.847401.787200.0021362.18540NaN0.541660.0009781.94060.2291200.0302900.000000126.74079.76300.9333301.30620125.330-0.504390-0.23080047.5111.877300.443390.5412903.881003.88101757.00000.625180.4846600.385900.0000000.0000007.76964.5760074.05504.9288015.65800.2625201.181802.185400
80.0791470.977600.18623030.7950000.1946900.09791668.1115.35890044.64300.0979160.1588100.0224025.6711.022900.1082100.128370NaN0.9747004.5210001.225208.9910004.27740.897050-0.265070.1591102.2636161.2500022.888000.1038700.6165759.19500.992080.168460283.1200267.0400000.0057290.17550030.2794.60841.825200269.4900030.8720.0860830.139620139.75040.189000.003180.0062029.798409.943516992.00000.168460.0809610.860610.0148070.00000014.218079.203001.8823193.910006.17980.09791643.643000.616570
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Last rows

X1X10X11X12X13X14X15X16X17X18X19X2X20X21X22X23X24X25X26X27X28X29X3X30X31X32X33X34X35X36X37X38X39X4X40X41X42X43X44X45X46X47X48X49X5X50X51X52X53X54X55X56X57X58X59X6X60X61X62X63X64X7X8X9Y
101630.0127400.9988300.01274012.678000NaN0.01274023.65815.428000995.10000.012740NaN0.001005NaNNaN-0.010648NaN0.0127400.99883015.428000NaN0.0721434.49010.067221NaNNaN29.96712.1800-10.596000-0.0106480.026772NaN0.99883NaN67.8920029.725000-0.00419NaNNaNNaN55.85400067.665006.8020-0.013412NaN2543.1000067.892000.0010050.0821021.072001.072002077.7NaN0.012755NaN0.0000000.0127400.00000.0000NaN0.00000.00000.012740993.9400000.000001
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